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IBM: Granite 4.1 8B vs Ling 2.6 1t

Last updated at: 2026-05-01

Metric Granite 4.1 8B Granite 4.1 8B none Release: 2026-05-01 Ling 2.6 1t Ling 2.6 1t none Release: 2026-04-23 Free Available
Score 4.3 4.5
Rank #135 #131
Reliability 10.0 N/A
Consistency 10.0 10.0
Tests Correct
Attempt pass rate 11.1% 16.7%
Flaky tests 0 0
Total Runs 54 54
Cost per result 0.110 0.000
Total Cost $0.003 $0.000
Input Price $0.050 / 1M $0.000 / 1M
Output Price $0.100 / 1M $0.000 / 1M
Output Tokens 2,712 2,434
Reasoning Tokens 0 0
Response Time (avg) 767ms 8.79s
Response Time (max) 2.17s 25.72s
Response Time (total) 13.81s 158.19s

Top Models by Score

Score vs Total Cost

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Score vs Response Time (avg)

Total Output Tokens

Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 4.9 10.0 25.0% 0 844ms 903 0
Ling 2.6 1t 3.4 10.0 0.0% 0 6.55s 777 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 6.9 10.0 0.0% 0 1.07s 339 0
Ling 2.6 1t 5.5 10.0 0.0% 0 10.57s 381 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.0 10.0 0.0% 0 1.88s 396 0
Ling 2.6 1t 3.0 10.0 0.0% 0 23.53s 183 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.0 10.0 0.0% 0 575ms 195 0
Ling 2.6 1t 10.0 10.0 100.0% 0 1.37s 285 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.0 10.0 0.0% 0 357ms 24 0
Ling 2.6 1t 3.0 10.0 0.0% 0 1.04s 27 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 4.0 10.0 0.0% 0 499ms 115 0
Ling 2.6 1t 5.0 10.0 0.0% 0 20.34s 140 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.6 9.9 0.0% 0 344ms 66 0
Ling 2.6 1t 6.4 10.0 50.0% 0 5.36s 81 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 3.7 10.0 0.0% 0 635ms 431 0
Ling 2.6 1t 3.1 10.0 0.0% 0 11.76s 131 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Granite 4.1 8B 10.0 10.0 100.0% 0 2.17s 243 0
Ling 2.6 1t 3.0 10.0 0.0% 0 25.72s 429 0

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